Support vector machine classification for large datasets using decision tree and Fisher linear discriminant
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- 作者：Asdrú ; bal Ló ; pez Chaua ; bAuthor Vitae ; Xiaoou LibAuthor Vitae ; Wen Yuc ; yuw@ctrl.cinvestav.mx" class="auth_mailAuthor Vitae
- 关键词：SVM ; Decision tree ; Fisher linear discriminant ; Large dataset
- 刊名：Future Generation Computer Systems
- 出版年：July 2014
- 年：2014
- 卷：36
- 期：Complete
- 页码：57-65
- 全文大小：1397 K
文摘
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The decision trees and Fisher linear discriminate are combined.
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Classification accuracy of SVM is improved.
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Low entropy regions are used for decision boundaries.
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Several benchmark problems are applied.